M[Labs] is an alumni-driven machine learning-focused accelerator at NIT Calicut. As a part of the M[Labs] cohorts, some of the best students at NIT-C spend final year applying machine learning solutions to real-world problems with a commercial flavour. M[Labs] kickstarts the process of building commercial applications along with academic goals at the right point in students' undergraduate program. We intend to build a repository of work which students can continue as commercial ventures after completion of their programs at NIT-C.